Akamai Technologies, Inc. forecast & outlook

What this percent is

A Constructive call counts when the later close rose by more than a small hold band. A Cautious call counts when the later close fell by more than that band. A Neutral call counts when the later close stayed inside the band. The percent is how often that direction matched. It is not a claim that the full model is accurate.

Observations

1078 scored signals across 6 horizons

Sample period

1 Day: 1 trading sessions · 7 Days: 7 trading sessions · 15 Days: 15 trading sessions · 30 Days: 30 trading sessions · 3 Months: 63 trading sessions · 6 Months: 126 trading sessions

Benchmark

Buy-and-hold, a random directional call, and 20-session momentum are scored on these same samples. The S&P 500, a sector ETF, and analyst consensus are not on this replay, so those baselines are not scored. None of this is a walk-forward test or a published universe result.

Same-sample baselines

• 1 Day. Buy and hold hit 46.1% versus model 9.6% (baseline hit rate higher by 36.5 pts); signed return 0.2% versus model -0.2% (baseline signed return higher by 0.4 pts) · Random directional call hit 33.3% versus model 9.6% (baseline hit rate higher by 23.7 pts); signed return 0.0% versus model -0.2% (baseline signed return higher by 0.2 pts) · Simple momentum hit 44.7% versus model 9.6% (baseline hit rate higher by 35.1 pts); signed return 0.0% versus model -0.2% (baseline signed return higher by 0.2 pts)
• 7 Days. Buy and hold hit 49.3% versus model 9.9% (baseline hit rate higher by 39.4 pts); signed return 1.4% versus model -0.1% (baseline signed return higher by 1.5 pts) · Random directional call hit 33.3% versus model 9.9% (baseline hit rate higher by 23.4 pts); signed return 0.0% versus model -0.1% (baseline signed return higher by 0.1 pts) · Simple momentum hit 41.3% versus model 9.9% (baseline hit rate higher by 31.4 pts); signed return -1.7% versus model -0.1% (model signed return higher by 1.6 pts)
• 15 Days. Buy and hold hit 46.8% versus model 13.2% (baseline hit rate higher by 33.6 pts); signed return 2.7% versus model 0.0% (baseline signed return higher by 2.7 pts) · Random directional call hit 33.3% versus model 13.2% (baseline hit rate higher by 20.1 pts); signed return 0.0% versus model 0.0% (signed returns match) · Simple momentum hit 37.1% versus model 13.2% (baseline hit rate higher by 23.9 pts); signed return -4.5% versus model 0.0% (model signed return higher by 4.5 pts)
• 30 Days. Buy and hold hit 51.6% versus model 11.1% (baseline hit rate higher by 40.5 pts); signed return 5.4% versus model 0.0% (baseline signed return higher by 5.4 pts) · Random directional call hit 33.3% versus model 11.1% (baseline hit rate higher by 22.2 pts); signed return 0.0% versus model 0.0% (signed returns match) · Simple momentum hit 45.8% versus model 11.1% (baseline hit rate higher by 34.7 pts); signed return -2.9% versus model 0.0% (model signed return higher by 2.9 pts)
• 3 Months. Buy and hold hit 68.2% versus model 10.2% (baseline hit rate higher by 58.0 pts); signed return 12.7% versus model 0.0% (baseline signed return higher by 12.7 pts) · Random directional call hit 33.3% versus model 10.2% (baseline hit rate higher by 23.1 pts); signed return 0.0% versus model 0.0% (signed returns match) · Simple momentum hit 51.6% versus model 10.2% (baseline hit rate higher by 41.4 pts); signed return 3.0% versus model 0.0% (baseline signed return higher by 3.0 pts)
• 6 Months. Buy and hold hit 81.9% versus model 16.0% (baseline hit rate higher by 65.9 pts); signed return 31.3% versus model 0.0% (baseline signed return higher by 31.3 pts) · Random directional call hit 33.3% versus model 16.0% (baseline hit rate higher by 17.3 pts); signed return 0.0% versus model 0.0% (signed returns match) · Simple momentum hit 66.0% versus model 16.0% (baseline hit rate higher by 50.0 pts); signed return 20.3% versus model 0.0% (baseline signed return higher by 20.3 pts)

Calibration error

1 Day 2.6% average absolute error · 7 Days 7.7% average absolute error · 15 Days 11.2% average absolute error · 30 Days 15.0% average absolute error · 3 Months 21.6% average absolute error · 6 Months 30.3% average absolute error

Directional accuracy

11.3% of scored price-direction calls matched the later close

False-positive rate

Not scored yet. This history has no Constructive calls to measure.

Outcome by horizon

1 Day 9.6% on 219 observations · 7 Days 9.9% on 213 observations · 15 Days 13.2% on 205 observations · 30 Days 11.1% on 190 observations · 3 Months 10.2% on 157 observations · 6 Months 16.0% on 94 observations

Sector

Technology. This names the company sector. It is not a sector performance breakdown.

Dates

Methodology reviewed May 28, 2026. Validation dataset updated September 23, 2026. Model version v1.0. These are three different dates.

Out of sample

These figures replay price-derived factors on stored daily closes for this symbol. They are not a walk-forward test, a holdout period, or a separate out-of-sample test. They do not score fundamentals, analyst revisions, or sentiment, and they do not adjust for survivorship or look-ahead bias.

4 horizon lanes are hidden until enough future closes mature.

7 validations appear once TECHi has tracked enough daily factor history for them.